A Survey of Active Learning for Natural Language Processing

18 October 2022

Papers citing "A Survey of Active Learning for Natural Language Processing"

8 / 8 papers shown

Title
CALICO: Confident Active Learning with Integrated Calibration L. S. Querol Hajime Nagahara Hideaki Hayashi 25 0 0 02 Jul 2024
Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems Enrico Liscio Luciano Cavalcante Siebert Catholijn M. Jonker P. Murukannaiah 35 4 0 26 Feb 2024
Active Learning Principles for In-Context Learning with Large Language Models Katerina Margatina Timo Schick Nikolaos Aletras Jane Dwivedi-Yu 27 39 0 23 May 2023
Investigating Multi-source Active Learning for Natural Language Inference Ard Snijders Douwe Kiela Katerina Margatina 24 7 0 14 Feb 2023
Active Learning for Event Extraction with Memory-based Loss Prediction Model Shirong Shen Zhen Li Guilin Qi 16 1 0 26 Nov 2021
Hitting the Target: Stopping Active Learning at the Cost-Based Optimum Zac Pullar-Strecker Katharina Dost E. Frank Jörg Simon Wicker 20 10 0 07 Oct 2021
Cold-start Active Learning through Self-supervised Language Modeling Michelle Yuan Hsuan-Tien Lin Jordan L. Boyd-Graber 113 180 0 19 Oct 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,136 0 06 Jun 2015